PyTorch Operator - ML EngineerMercor • Janesville, Wisconsin, US
PyTorch Operator - ML Engineer
Mercor • Janesville, Wisconsin, US
17 hours ago
Job type
- Full-time
- Remote
Job description2) Key Responsibilities Design and implement new PyTorch operators and tensor functions in C++ / ATen. - Build and validate Python bindings with correct gradient propagation and test coverage. - Create “golden” reference implementations in eager mode for correctness validation. - Collaborate asynchronously with CUDA or systems engineers who handle low-level kernel optimization. - Profile, benchmark, and report performance trends at the operator and graph level. - Document assumptions, APIs, and performance metrics for reproducibility. ### 3) Ideal Qualifications Deep understanding of PyTorch internals (TensorIterator, dispatcher, autograd engine). - Strong background in C++17+ and template metaprogramming within PyTorch’s ecosystem. - Experience authoring or extending PyTorch custom ops or backends. - Working knowledge of performance profiling tools and GPU / CPU interplay. - Strong written communication and ability to deliver well-documented, self-contained modules. - Prior open-source contributions to PyTorch, TorchInductor, Triton, or related projects are a plus. ### 4) More About the Opportunity Ideal for contractors who enjoy building clean, high-performance abstractions in deep learning frameworks. - Work is asynchronous, flexible, and outcome-oriented. - Collaborate with CUDA optimization specialists to integrate and validate kernels. - Projects may involve primitives used in state-of-the-art AI models and benchmarks. ### 5) Compensation & Contract Terms Typical range : $100–$200 / hour , depending on experience and project scope. - Structured as an independent contractor engagement , not employment. - Payments for services rendered on a milestone or weekly invoice cadence. - Confidentiality and IP assignment agreements may apply. ### 6) Application Process Share a concise summary of your experience with PyTorch internals and systems-level programming. - Include links to open-source work, GitHub PRs, or sample operator implementations. - Provide hourly rate, availability, and relevant technical background. - Selected experts may complete a short, paid pilot module to demonstrate fit. ### 7) About Mercor Mercor connects top-tier independent professionals with leading AI labs and research organizations. - Contractors retain full control over their work, schedule, and deliverables. - Our engagements focus on high-skill, high-autonomy technical work across AI systems and optimization
###
- 1) Role Overview
Mercor is seeking experienced PyTorch experts who excel in extending and customizing the framework at the operator level. Ideal contributors are those who deeply understand PyTorch’s dispatch system, ATen, autograd mechanics, and C++ extension interfaces. These contractors bridge research concepts and high-performance implementation, producing clear, maintainable operator definitions that integrate seamlessly into existing codebases. ###
Create a job alert for this search
Ml Engineer • Janesville, Wisconsin, US
Related jobs Role Overview • • Mercor is seeking experienced PyTorch experts who excel in extending and customizing the framework at the operator level.
Ideal contributors are those who deeply understand PyTorch’s...Show more 
HIRING CDL A OWNER OPERATOR FOR OTR POSITION.Are you looking for steady miles and competitive pay?.Join our team today! Call Grace @ 844-606-2950!.
DO YOU OWN A 2016 OR NEWER TRACTOR TRUCK DON'T WAI...Show more
AlliedTravelCareers is working with Lancesoft Inc.MRI Tech in Janesville, Wisconsin, 53548!.We are currently seeking qualified candidates for MRI Tech.
Shift 5x8 Evenings, 14 : 00 : 00-22 : 00 : 00, 8.Day 1...Show more
Woodward is committed to creating a great workplace for all team members.Our company and its members are committed to acting with integrity, being respectful and accountable to one another, and sta...Show more
ObGyn physician job in Wisconsin : Fort Atkinson is situated within the 'Four Lakes Area' of Jefferson County.Located 30 miles east of Madison and 60 miles west of Milwaukee, the exceptional school...Show more
LocumJobsOnline is working with CompHealth to find a qualified Orthopedic Surgery MD in Fort Atkinson, Wisconsin, 53538!.
Fort Atkinson is situated within the 'Four Lakes Area' of Jefferson County.L...Show more
CALL TO SPEAK WITH A SEATING SPECIALIST TODAY! .Western Express has immediate openings for entry level company truck drivers and driver trainers.
With our newly increased pay package, you'll earn on...Show more
Premier Medical Staffing Services is seeking a local contract Radiology Technologist for a local contract job in Fort Atkinson, Wisconsin.
Job Description & Requirements.Varied weekday shifts an...Show more
Now Hiring Owner Operator CDL-A Flatbed Truck Drivers!.If you are looking for big company resources with a small company feel, you have found the right place to call home.Take your Owner Operator t...Show more
We are seeking a BC / BE Dermatologist / MOHS surgeon for an outpatient practice!.Full-time; 32-patient contact hours per week.
Average between 28-32 outpatient visits daily.Competitive salary, benefits...Show more
LocumJobsNetwork is working with Weatherby Healthcare to find a qualified Dermatology MD in Fort Atkinson, Wisconsin, 53538!.
If this opportunity sounds right for you, give us a call today to speak ...Show more
Company : Gerber Collision & Glass.WELCOME TO GERBER COLLISION & GLASS.Gerber Collision & Glass is one of the largest collision repair companies in North America.With $3+ billion in sale...Show more
Lancesoft is seeking an experienced MRI Tech for an exciting Travel Allied job in Janesville, WI.Shift : 5x8 hr PMs Start Date : ASAP Duration : 12 weeks Pay : $2786 / Week.
LanceSoft’s mission is to es...Show more
If this opportunity sounds right for you, give us a call today to speak with an expert Weatherby consultant for details.Full time schedule 36 patient contact hours, 4 administrative hours weekly...Show more
GEA is one of the world’s largest systems suppliers for the food, beverage, and pharmaceutical sectors.Approximately 18,000 employees in more than 50 countries contribute significantly to GEA's suc...Show more
Medical Solutions Direct Hire is seeking a CT Technologist for a job in Beloit, Wisconsin.Job Description & Requirements.
Our CT team uses advanced imaging technology and works in a collaborative, p...Show more
Job Description & Requirements.Hematology & Oncology Physician.StartDate : ASAP Available Shifts : M-F 8-4 : 30 with a 1 / 2 day for admin each week.
A reputable integrated health system committed to prov...Show more
Fort HealthCare / Fort Medical Group Center for Women's Health in Fort Atkinson, WI, is seeking a full-time BC / BE Obstetrician / Gynecologist : .
Practice breaks down to 44% obstetrics, 30% offi...Show more
PyTorch Operator - ML Engineer
Mercor • Beloit, Wisconsin, US
Remote
Full-time
Last updated: 17 hours ago • Promoted • New!
CDL- A Owner Operator - OTR Routes
Cargo Empire • Rockford, IL
Full-time
Last updated: 4 days ago • Promoted
Travel MRI Tech in Janesville, WI
AlliedTravelCareers • Janesville, WI, US
Full-time +1
Last updated: 30+ days ago • Promoted
Senior / Staff Mechanical Engineer - Technology Development (Fuel Systems)
Woodward, Inc. • Rockford, IL, United States
Permanent
Last updated: 28 days ago • Promoted
ObGyn
CompHealth • Fort Atkinson, Wisconsin, US
Full-time
Last updated: 30+ days ago • Promoted
Physician (MD / DO) - Surgery - Orthopedic in Fort Atkinson, WI
LocumJobsOnline • Fort Atkinson, WI, US
Full-time +1
Last updated: 30+ days ago • Promoted
CDL-A Flatbed Truck Driver - $0.40 to $0.48 per mile in Cambridge, WI
AllTruckJobs • Cambridge, WI, US
Full-time
Last updated: 3 days ago • Promoted
Local Contract Radiology Technologist
Premier Medical Staffing Services • Fort Atkinson, WI, US
Permanent
Last updated: 21 hours ago • Promoted • New!
Owner Operator Flatbed CDL Driver, Regional Routes : $2,000.00 - $5,000.00 per week.
System Transport • Rockford, IL
Full-time
Last updated: 30+ days ago • Promoted
Dermatology in Fort Atkinson, 30 minutes to Madison and Milwaukee
Wisconsin Office of Rural Health • Fort Atkinson, WI, US
Full-time +1
Last updated: 30+ days ago • Promoted
Locum Physician (MD / DO) - Dermatology in Fort Atkinson, WI
LocumJobsNetwork • Fort Atkinson, WI, US
Full-time +1
Last updated: 30+ days ago • Promoted
Estimator
The Boyd Group • Janesville, WI, US
Full-time
Last updated: 18 hours ago • Promoted • New!
Travel MRI Tech - $2786 / Week
Lancesoft • Janesville, WI, US
Full-time
Last updated: 10 days ago • Promoted
Locums Job Opportunity in WI for Dermatologist
Weatherby Healthcare • Fort Atkinson, US
Full-time +1
Last updated: 30+ days ago • Promoted
Process Engineer
GEA Process Engineering • Janesville, WI, US
Full-time
Last updated: 30+ days ago • Promoted
CT Technologist - $78K-117K per year
Medical Solutions Direct Hire • Beloit, WI, United States
Full-time +1
Last updated: 26 days ago • Promoted
Hematology & Oncology Physician
AMN Healthcare • Rockford, US
Full-time
Last updated: 30+ days ago • Promoted
BC / BE Obstetrician / Gynecologist
Fort Healthcare • Fort Atkinson, US
Full-time
Last updated: 30+ days ago • Promoted